@ruslanvitan

photoMD · tier dormant

Auto Help · 226 followers · 2026-02-03 14:44 · 1 images

eagle · fetched 2026-07-26 08:28 · 72.8 KB downloaded · 1 images

plays

477

likes

comments

Topic

vehiclesconf 0.90neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

EVACUATOR

Keyphrases

auto help

gpt-4.1-nano · prompt v4 · $0.000092 · 2026-07-26 18:35

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

EVACUATOR 24/7 VR auto help 076994225 KRGMGEL

rtx5070-16 · 45 chars · 1 frames